From 1a6ed25673d7ca465a7f73e62f016951d1865ea1 Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Thu, 23 Nov 2023 12:44:23 +0100 Subject: [PATCH] Update rewared structure (fixed major bugs) --- assets/graphics/icon.png | Bin 0 -> 416 bytes configs/game/monster_config.py | 8 ++-- configs/game/player_config.py | 8 ++-- configs/game/spell_config.py | 4 +- entities/components/stats.py | 6 +++ entities/player.py | 39 ++++++++++------- game.py | 17 +++++++- level/level.py | 8 +++- main.py | 74 ++++++++++++++++++++------------- tmp/ppo/actor_torch_ppo | Bin 304407 -> 304407 bytes tmp/ppo/critic_torch_ppo | Bin 299295 -> 299295 bytes 11 files changed, 106 insertions(+), 58 deletions(-) create mode 100644 assets/graphics/icon.png diff --git a/assets/graphics/icon.png b/assets/graphics/icon.png new file mode 100644 index 0000000000000000000000000000000000000000..ad7de97f272d3a3e48efde54023652dcfa7d9ef1 GIT binary patch literal 416 zcmeAS@N?(olHy`uVBq!ia0vp^4j|0I1|(Ny7TyC=oCO|{#S9GG!XV7ZFl&wk0|R4_ zr;B4q#hkaZ4EYWj2(TC~@;cAG;`7EY4+TBv_XmDv`n6@DgWiTG5{q|7yKld&Ahjuq zzc1G^=XTkrGm^3lyxb1#4u_d8FkaZeP{LrM!vGa}ysx4A>EU<%OS7Jves#WZN~kd3 z;ldrh>280jR{!3+ak6<6TZV*!?I+DiYCFsie9;X!eSdI-p3mB(ee-dTV z$flt0^)IVs8K=pDrK>loDx3H$VAPeIFv-~I63cfslh^}S_#LZtFO)Ef$t+^<73K?U kQ1ji-s#B29fZOBd-`TT{EGs;E2pHrHp00i_>zopr0O$9hO#lD@ literal 0 HcmV?d00001 diff --git a/configs/game/monster_config.py b/configs/game/monster_config.py index 22a5ca3..58b30c2 100644 --- a/configs/game/monster_config.py +++ b/configs/game/monster_config.py @@ -6,7 +6,7 @@ asset_path = os.path.join( script_dir, '../..', 'assets') monster_data = { - 'squid': {'id': 1, 'health': 100, 'exp': 100, 'attack': 20, 'attack_type': 'slash', 'attack_sound': f'{asset_path}/audio/attack/slash.wav', 'speed': 3, 'knockback': 20, 'attack_radius': 80, 'notice_radius': 360}, - 'raccoon': {'id': 2, 'health': 300, 'exp': 250, 'attack': 40, 'attack_type': 'claw', 'attack_sound': f'{asset_path}/audio/attack/claw.wav', 'speed': 2, 'knockback': 20, 'attack_radius': 120, 'notice_radius': 400}, - 'spirit': {'id': 3, 'health': 100, 'exp': 110, 'attack': 8, 'attack_type': 'thunder', 'attack_sound': f'{asset_path}/audio/attack/fireball.wav', 'speed': 4, 'knockback': 20, 'attack_radius': 60, 'notice_radius': 350}, - 'bamboo': {'id': 4, 'health': 70, 'exp': 120, 'attack': 6, 'attack_type': 'leaf_attack', 'attack_sound': f'{asset_path}/audio/attack/slash.wav', 'speed': 3, 'knockback': 20, 'attack_radius': 50, 'notice_radius': 300}} + 'squid': {'id': 1, 'health': .1, 'exp': 1, 'attack': .5, 'attack_type': 'slash', 'speed': 3, 'knockback': 20, 'attack_radius': 80, 'notice_radius': 360}, + 'raccoon': {'id': 2, 'health': .3, 'exp': 2.5, 'attack': .8, 'attack_type': 'claw', 'speed': 2, 'knockback': 20, 'attack_radius': 120, 'notice_radius': 400}, + 'spirit': {'id': 3, 'health': .1, 'exp': 1.1, 'attack': .6, 'attack_type': 'thunder', 'speed': 4, 'knockback': 20, 'attack_radius': 60, 'notice_radius': 350}, + 'bamboo': {'id': 4, 'health': .07, 'exp': 1.2, 'attack': .4, 'attack_type': 'leaf_attack', 'speed': 3, 'knockback': 20, 'attack_radius': 50, 'notice_radius': 300}} diff --git a/configs/game/player_config.py b/configs/game/player_config.py index e4d3c24..a683841 100644 --- a/configs/game/player_config.py +++ b/configs/game/player_config.py @@ -1,9 +1,9 @@ tank_stats = { 'role_id': 1, - 'health': 150, - 'energy': 40, - 'attack': 7, - 'magic': 3, + 'health': 1.5, + 'energy': .4, + 'attack': .7, + 'magic': .3, 'speed': 3 } diff --git a/configs/game/spell_config.py b/configs/game/spell_config.py index cab1efb..c1febfc 100644 --- a/configs/game/spell_config.py +++ b/configs/game/spell_config.py @@ -5,5 +5,5 @@ asset_path = os.path.join( script_dir, '../..', 'assets') magic_data = { - 'flame': {'strength': 5, 'cost': 20, 'graphic': f"{asset_path}/graphics/particles/flame/fire.png"}, - 'heal': {'strength': 20, 'cost': 10, 'graphic': f"{asset_path}/graphics/particles/heal/heal.png"}} + 'flame': {'strength': 5, 'cost': .020, 'graphic': f"{asset_path}/graphics/particles/flame/fire.png"}, + 'heal': {'strength': 20, 'cost': .010, 'graphic': f"{asset_path}/graphics/particles/heal/heal.png"}} diff --git a/entities/components/stats.py b/entities/components/stats.py index 49bfa36..a1dc600 100644 --- a/entities/components/stats.py +++ b/entities/components/stats.py @@ -42,6 +42,12 @@ class StatsHandler: else: self.energy = self.stats['energy'] + def health_recovery(self): + if self.energy < self.stats['health']: + self.energy += 0.15 + else: + self.energy = self.stats['energy'] + def get_value_by_index(self, index): return list(self.stats.values())[index] diff --git a/entities/player.py b/entities/player.py index 166a14c..ee232b4 100644 --- a/entities/player.py +++ b/entities/player.py @@ -16,7 +16,16 @@ from agents.ppo.agent import Agent class Player(pygame.sprite.Sprite): - def __init__(self, position, groups, obstacle_sprites, visible_sprites, attack_sprites, attackable_sprites, role, player_id): + def __init__(self, + position, + groups, + obstacle_sprites, + visible_sprites, + attack_sprites, + attackable_sprites, + role, + player_id): + super().__init__(groups) # Setup Sprites @@ -79,7 +88,9 @@ class Player(pygame.sprite.Sprite): offset = pygame.math.Vector2(0, 75) for leaf in range(randint(3, 6)): self.animation_player.create_grass_particles( - position=pos - offset, groups=[self.visible_sprites]) + position=pos - offset, + groups=[self.visible_sprites]) + target_sprite.kill() else: target_sprite.get_damaged( @@ -109,13 +120,12 @@ class Player(pygame.sprite.Sprite): self.reward_features = [ self.stats.exp, - # nearest_dist, - -nearest_enemy.stats.health, - self.stats.health + np.exp(-nearest_dist**2), + np.exp(-nearest_enemy.stats.health**2), + -np.exp(-self.stats.health) ] self.state_features = [ - # TODO: Find a way to not use magic numbers np.exp(-self.rect.center[0]), np.exp(-self.rect.center[1]), self._input.movement.direction.x, @@ -127,7 +137,6 @@ class Player(pygame.sprite.Sprite): enemy_states = [] for distance, direction, enemy in sorted_distances[:5]: - # TODO: Find a way to not use magic numbers enemy_states.extend([ np.exp(-distance), direction[0], @@ -156,12 +165,13 @@ class Player(pygame.sprite.Sprite): n_epochs=4) try: self.agent.load_models() - except FileNotFoundError as e: - print(f"{e}. Skipping loading...") + except FileNotFoundError: + print("FileNotFoundError for agent.load_model().\ + Skipping loading...") def is_dead(self): - if self.stats.health == 0: - self.stats.exp = -100 + if self.stats.health <= 0: + self.stats.exp = max(0, self.stats.exp - .5) return True else: return False @@ -182,11 +192,9 @@ class Player(pygame.sprite.Sprite): self.animation.rect, self) - self.done = self.is_dead() - self.score = self.stats.exp self.agent.remember(self.state_features, action, - probs, value, self.stats.exp, self.done) + probs, value, self.stats.exp, self.is_dead()) if self.n_steps % self.N == 0: self.agent.learn() @@ -194,7 +202,7 @@ class Player(pygame.sprite.Sprite): self.get_current_state() - if self.done: + if self.is_dead(): self.agent.learn() # Refresh objects based on input @@ -207,5 +215,6 @@ class Player(pygame.sprite.Sprite): self.rect = self.animation.rect # Cooldowns and Regen + self.stats.health_recovery() self.stats.energy_recovery() self._input.cooldowns(self._input.combat.vulnerable) diff --git a/game.py b/game.py index 7e36b6e..c178d4a 100644 --- a/game.py +++ b/game.py @@ -13,17 +13,26 @@ class Game: self.screen = pygame.display.set_mode( (WIDTH, HEIGHT)) + pygame.display.set_caption('Pneuma') + + img = pygame.image.load('assets/graphics/icon.png') + pygame.display.set_icon(img) self.clock = pygame.time.Clock() self.level = Level() + def calc_score(self): + self.scores = [0 for _ in range(len(self.level.player_sprites))] + + for player in self.level.player_sprites: + self.scores[player.player_id] = player.stats.exp + def run(self): for event in pygame.event.get(): if event.type == pygame.QUIT: - pygame.quit() - sys.exit() + self.quit() if event.type == pygame.KEYDOWN: if event.key == pygame.K_m: self.level.toggle_menu() @@ -34,3 +43,7 @@ class Game: pygame.display.update() self.clock.tick(FPS) + + def quit(self): + pygame.quit() + sys.exit() diff --git a/level/level.py b/level/level.py index 2f04902..be088a0 100644 --- a/level/level.py +++ b/level/level.py @@ -1,5 +1,6 @@ import os import pygame +import numpy as np from random import choice @@ -46,6 +47,7 @@ class Level: else: for player in self.player_sprites: player.get_max_num_states() + self.dead_players = np.zeros(len(self.player_sprites)) # UI setup self.ui = UI() @@ -174,11 +176,13 @@ class Level: self.visible_sprites.custom_draw(self.player) self.ui.display(self.player) - debug('v0.6') + debug('v0.8') for player in self.player_sprites: if player.is_dead(): - self.done = True + self.dead_players[player.player_id] = True + + self.done = True if self.dead_players.all() == 1 else False if not self.game_paused: # Update the game diff --git a/main.py b/main.py index b02ffe3..a506d59 100644 --- a/main.py +++ b/main.py @@ -1,3 +1,6 @@ +import numpy as np +import matplotlib.pyplot as plt + from game import Game from tqdm import tqdm @@ -6,54 +9,67 @@ environ['PYGAME_HIDE_SUPPORT_PROMPT'] = '1' if __name__ == '__main__': - n_episodes = 3000 + + n_episodes = 1000 + game_len = 10000 figure_file = 'plots/score.png' - score_history = [] best_score = 0 avg_score = 0 - agent_list = [] - - game_len = 5000 - game = Game() + agent_list = [] + exp_points_list = [] + score_history = np.zeros( + shape=(len(game.level.player_sprites), n_episodes, )) + best_score = np.zeros(len(game.level.player_sprites)) + avg_score = np.zeros(len(game.level.player_sprites)) for i in tqdm(range(n_episodes)): # TODO: Make game.level.reset_map() so we don't __init__ everything all the time (such a waste) if i != 0: game.level.__init__(reset=True) # TODO: Make game.level.reset_map() so we don't pull out and load the agent every time (There is -definitevly- a better way) - for player in game.level.player_sprites: - for player_id, agent in agent_list: - if player.player_id == player_id: - player.agent = agent + for player in game.level.player_sprites: + for agent in agent_list: + player.agent = agent_list[player.player_id] + player.stats.exp = score_history[player.player_id][i-1] agent_list = [] - done = False - score = 0 - for _ in tqdm(range(game_len)): + + for j in range(game_len): if not game.level.done: + game.run() + game.calc_score() + + if (j == game_len-1 or game.level.done) and game.level.enemy_sprites != []: + for player in game.level.player_sprites: + for enemy in game.level.enemy_sprites: + player.stats.exp *= .95 else: break - for player in game.level.player_sprites: - agent_list.append((player.player_id, player.agent)) - - if i == n_episodes-1 and game.level.enemy_sprites != []: - for player in game.level.player_sprites: - for enemy in game.level.enemy_sprites: - player.stats.exp -= 5 - player.update() for player in game.level.player_sprites: - player.agent.save_models() + agent_list.append(player.agent) + exp_points = player.stats.exp + score_history[player.player_id][i] = exp_points + avg_score[player.player_id] = np.mean( + score_history[player.player_id]) + if avg_score[player.player_id] >= best_score[player.player_id]: + player.agent.save_models() + best_score[player.player_id] = avg_score[player.player_id] - # TODO: Make it so that scores appear here for each player - # score_history.append(game.level.player.score) - # print(score) - # avg_score = np.mean(score_history[-100:]) + print( + f"\nCumulative score for player {player.player_id}:\ + {score_history[0][i]}\ + \nAverage score for player {player.player_id}:\ + {avg_score[player.player_id]}\ + \nBest score for player {player.player_id}:\ + {best_score[player.player_id]}") - # if avg_score > best_score: - # best_score = avg_score - # game.level.player.agent.save_models() + plt.plot(score_history[0]) + + game.quit() + + plt.show() diff --git a/tmp/ppo/actor_torch_ppo b/tmp/ppo/actor_torch_ppo index 10bc6cf8d234dfc0de54250d1d997a63c640483b..9876a6203bf838ed7924e4a3ac097a4585f9ff72 100644 GIT binary patch literal 304407 zcmZ^~2T&B<(gsY<8Ob?=oTp3@k>=K#(aB6i> 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